Deep Learning-Based Watermarking Techniques Challenges: A Review of Current and Future Trends

S Ben Jabra, M Ben Farah - Circuits, Systems, and Signal Processing, 2024 - Springer
The digital revolution places great emphasis on digital media watermarking due to the
increased vulnerability of multimedia content to unauthorized alterations. Recently, in the …

ItoV: efficiently adapting deep learning-based image watermarking to video watermarking

G Ye, J Gao, Y Wang, L Song… - … Conference on Culture …, 2023 - ieeexplore.ieee.org
Robust watermarking tries to conceal information within a cover imag e/video imperceptibly
that is resistant to various distortions. Recently, deep learning-based approaches for image …

A compreshensive review on digital image watermarking techniques

L Kumar, KU Singh, I Kumar - 2023 International Conference …, 2023 - ieeexplore.ieee.org
With the increasing prevalence of digital media, it is crucial to develop effective methods for
transferring hidden data, establishing ownership of digital content, and safeguarding the …

Comprehensive review of watermarking techniques in deep-learning environments

HK Singh, AK Singh - Journal of Electronic Imaging, 2023 - spiedigitallibrary.org
Recently, the demand for the generation, sharing, and storage of massive amounts of
multimedia information—especially in the form of images—from different intelligent devices …

When deep learning meets watermarking: A survey of application, attacks and defenses

H Chen, C Liu, T Zhu, W Zhou - Computer Standards & Interfaces, 2024 - Elsevier
Deep learning has been used to address various problems in a range of domains within
both academia and industry. However, the issue of intellectual property with deep learning …

Digital image watermarking using deep learning: A survey

KM Hosny, A Magdi, O ElKomy, HM Hamza - Computer Science Review, 2024 - Elsevier
Lately, a lot of attention has been paid to securing the ownership rights of digital images.
The expanding usage of the Internet causes several problems, including data piracy and …

An automated and robust image watermarking scheme based on deep neural networks

X Zhong, PC Huang, S Mastorakis… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Digital image watermarking is the process of embedding and extracting a watermark covertly
on a cover-image. To dynamically adapt image watermarking algorithms, deep learning …

Image watermarking between conventional and learning-based techniques: a literature review

S Boujerfaoui, R Riad, H Douzi, F Ros, R Harba - Electronics, 2022 - mdpi.com
Currently, most transactions and exchanges are conducted through the Internet thanks to
technological tools, running the risk of the falsification and distortion of information. This is …

A general approach for using deep neural network for digital watermarking

Y Ming, W Ding, Z Cao, CT Lin - arXiv preprint arXiv:2003.12428, 2020 - arxiv.org
Technologies of the Internet of Things (IoT) facilitate digital contents such as images being
acquired in a massive way. However, consideration from the privacy or legislation …

A survey of watermarking technique using deep neural network architecture

M Gupta, RR Kishore - 2021 international conference on …, 2021 - ieeexplore.ieee.org
A computerized watermark is a sort of marker secretly introduced in a noise accepting
signals, let us say, video, audio or image. It is normally accustomed to recognize …